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محتوای ارائه شده توسط The Data Flowcast. تمام محتوای پادکست شامل قسمت‌ها، گرافیک‌ها و توضیحات پادکست مستقیماً توسط The Data Flowcast یا شریک پلتفرم پادکست آن‌ها آپلود و ارائه می‌شوند. اگر فکر می‌کنید شخصی بدون اجازه شما از اثر دارای حق نسخه‌برداری شما استفاده می‌کند، می‌توانید روندی که در اینجا شرح داده شده است را دنبال کنید.https://fa.player.fm/legal
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Building the Future of Airflow Execution at Astronomer with Ian Buss and Piotr Chomiak

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Manage episode 502869003 series 2053958
محتوای ارائه شده توسط The Data Flowcast. تمام محتوای پادکست شامل قسمت‌ها، گرافیک‌ها و توضیحات پادکست مستقیماً توسط The Data Flowcast یا شریک پلتفرم پادکست آن‌ها آپلود و ارائه می‌شوند. اگر فکر می‌کنید شخصی بدون اجازه شما از اثر دارای حق نسخه‌برداری شما استفاده می‌کند، می‌توانید روندی که در اینجا شرح داده شده است را دنبال کنید.https://fa.player.fm/legal

The evolution of orchestration in Airflow continues with innovations that address both scalability and security. From improving executor reliability to enabling remote execution, these advancements reshape how organizations manage data pipelines.

In this episode, we’re joined by Ian Buss, Principal Software Engineer at Astronomer, and Piotr Chomiak, Principal Product Manager at Astronomer, who share insights into the Astro Executor and remote execution.

Key Takeaways:

00:00 Introduction.

04:13 How product leadership drives scalability for enterprise needs.

08:23 Architectural changes that improve reliability and remove bottlenecks.

10:15 Metrics that enhance visibility into system performance.

12:54 The role of remote execution in addressing security requirements.

15:56 Differences between open-source solutions and managed offerings.

19:04 Broad industry adoption and applicability of remote execution.

20:39 Future advancements in language support and multi-tenancy.

Resources Mentioned:

Ian Buss

https://www.linkedin.com/in/ian-buss/

Piotr Chomiak

https://www.linkedin.com/in/piotr-chomiak-b1955624/

Astronomer | Website

https://www.astronomer.io

Apache Airflow

https://airflow.apache.org/

Airflow Slack Community

https://airflow.apache.org/community/

Beyond Analytics conference

https://astronomer.io/beyond/dataflowcast

Thanks for listening to “The Data Flowcast: Mastering Apache Airflow® for Data Engineering and AI.” If you enjoyed this episode, please leave a 5-star review to help get the word out about the show. And be sure to subscribe so you never miss any of the insightful conversations.

#AI #Automation #Airflow #MachineLearning

  continue reading

71 قسمت

Artwork
iconاشتراک گذاری
 
Manage episode 502869003 series 2053958
محتوای ارائه شده توسط The Data Flowcast. تمام محتوای پادکست شامل قسمت‌ها، گرافیک‌ها و توضیحات پادکست مستقیماً توسط The Data Flowcast یا شریک پلتفرم پادکست آن‌ها آپلود و ارائه می‌شوند. اگر فکر می‌کنید شخصی بدون اجازه شما از اثر دارای حق نسخه‌برداری شما استفاده می‌کند، می‌توانید روندی که در اینجا شرح داده شده است را دنبال کنید.https://fa.player.fm/legal

The evolution of orchestration in Airflow continues with innovations that address both scalability and security. From improving executor reliability to enabling remote execution, these advancements reshape how organizations manage data pipelines.

In this episode, we’re joined by Ian Buss, Principal Software Engineer at Astronomer, and Piotr Chomiak, Principal Product Manager at Astronomer, who share insights into the Astro Executor and remote execution.

Key Takeaways:

00:00 Introduction.

04:13 How product leadership drives scalability for enterprise needs.

08:23 Architectural changes that improve reliability and remove bottlenecks.

10:15 Metrics that enhance visibility into system performance.

12:54 The role of remote execution in addressing security requirements.

15:56 Differences between open-source solutions and managed offerings.

19:04 Broad industry adoption and applicability of remote execution.

20:39 Future advancements in language support and multi-tenancy.

Resources Mentioned:

Ian Buss

https://www.linkedin.com/in/ian-buss/

Piotr Chomiak

https://www.linkedin.com/in/piotr-chomiak-b1955624/

Astronomer | Website

https://www.astronomer.io

Apache Airflow

https://airflow.apache.org/

Airflow Slack Community

https://airflow.apache.org/community/

Beyond Analytics conference

https://astronomer.io/beyond/dataflowcast

Thanks for listening to “The Data Flowcast: Mastering Apache Airflow® for Data Engineering and AI.” If you enjoyed this episode, please leave a 5-star review to help get the word out about the show. And be sure to subscribe so you never miss any of the insightful conversations.

#AI #Automation #Airflow #MachineLearning

  continue reading

71 قسمت

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